{"id":"https://openalex.org/W4416004493","doi":"https://doi.org/10.1145/3731599.3767580","title":"The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science","display_name":"The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science","publication_year":2025,"publication_date":"2025-11-07","ids":{"openalex":"https://openalex.org/W4416004493","doi":"https://doi.org/10.1145/3731599.3767580"},"language":null,"primary_location":{"id":"doi:10.1145/3731599.3767580","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3731599.3767580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082901516","display_name":"Woong Shin","orcid":"https://orcid.org/0000-0001-7207-7814"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Woong Shin","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0001-7207-7814","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101762558","display_name":"Renan Souza","orcid":"https://orcid.org/0000-0002-1794-808X"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renan Souza","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0002-1794-808X","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103164271","display_name":"Daniel Rosendo","orcid":"https://orcid.org/0000-0003-1175-8426"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Rosendo","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0003-1175-8426","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087786962","display_name":"Fr\u00e9d\u00e9ric Suter","orcid":"https://orcid.org/0000-0003-1902-1955"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Suter","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA"],"raw_orcid":"https://orcid.org/0000-0003-1902-1955","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101916963","display_name":"Feiyi Wang","orcid":"https://orcid.org/0000-0002-0099-1559"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feiyi Wang","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0002-0099-1559","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068721920","display_name":"Prasanna Balaprakash","orcid":"https://orcid.org/0000-0002-0292-5715"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasanna Balaprakash","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0002-0292-5715","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072339196","display_name":"Rafael Ferreira da Silva","orcid":"https://orcid.org/0000-0002-1720-0928"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rafael Ferreira da Silva","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0002-1720-0928","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2305","last_page":"2316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.8917999863624573,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.8917999863624573,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.02969999983906746,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.012000000104308128,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8208000063896179},{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.5914000272750854},{"id":"https://openalex.org/keywords/scientific-discovery","display_name":"Scientific discovery","score":0.5705999732017517},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5540000200271606},{"id":"https://openalex.org/keywords/forcing","display_name":"Forcing (mathematics)","score":0.3400000035762787},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.33719998598098755}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8208000063896179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6843000054359436},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.5914000272750854},{"id":"https://openalex.org/C2984917352","wikidata":"https://www.wikidata.org/wiki/Q12772819","display_name":"Scientific discovery","level":2,"score":0.5705999732017517},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5540000200271606},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5094000101089478},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3765999972820282},{"id":"https://openalex.org/C197115733","wikidata":"https://www.wikidata.org/wiki/Q1003136","display_name":"Forcing (mathematics)","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.33719998598098755},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.2921999990940094},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2734000086784363},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.26969999074935913},{"id":"https://openalex.org/C195732255","wikidata":"https://www.wikidata.org/wiki/Q981008","display_name":"Sociology of scientific knowledge","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3731599.3767580","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3731599.3767580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1798528872","https://openalex.org/W2009900694","https://openalex.org/W2056898237","https://openalex.org/W2107941094","https://openalex.org/W2142446068","https://openalex.org/W2152195021","https://openalex.org/W2592114463","https://openalex.org/W2906137127","https://openalex.org/W2913525628","https://openalex.org/W2943761765","https://openalex.org/W2946894050","https://openalex.org/W2991046523","https://openalex.org/W3016862866","https://openalex.org/W3024236153","https://openalex.org/W3132765992","https://openalex.org/W3164573547","https://openalex.org/W4206264294","https://openalex.org/W4318486595","https://openalex.org/W4320060535","https://openalex.org/W4387006310","https://openalex.org/W4387449654","https://openalex.org/W4389132715","https://openalex.org/W4392805407","https://openalex.org/W4396227131","https://openalex.org/W4396723768","https://openalex.org/W4400799071","https://openalex.org/W4401453588","https://openalex.org/W4402674052","https://openalex.org/W4407877295","https://openalex.org/W4410454004","https://openalex.org/W4411593202","https://openalex.org/W4414898436","https://openalex.org/W7116407696"],"related_works":[],"abstract_inverted_index":{"Modern":[0],"scientific":[1,36,104,141],"discovery":[2,37,137],"increasingly":[3],"requires":[4],"coordinating":[5],"distributed":[6,103],"facilities":[7],"and":[8,57,84,139],"heterogeneous":[9],"resources,":[10],"forcing":[11],"researchers":[12],"to":[13,26,82,88,90,100],"act":[14],"as":[15,41],"manual":[16],"workflow":[17,97],"coordinators":[18],"rather":[19],"than":[20],"scientists.":[21],"Advances":[22],"in":[23,44,59,109,129],"AI":[24,27],"leading":[25],"agents":[28],"show":[29],"exciting":[30],"new":[31,53],"opportunities":[32,128],"that":[33,116],"can":[34,117],"accelerate":[35],"by":[38],"providing":[39],"intelligence":[40,79],"a":[42,68],"component":[43],"the":[45,60,119,122,127,133],"ecosystem.":[46],"However,":[47],"it":[48],"is":[49],"unclear":[50],"how":[51],"this":[52],"capability":[54],"would":[55],"materialize":[56],"integrate":[58],"real":[61],"world.":[62],"To":[63],"address":[64],"this,":[65],"we":[66,111],"propose":[67],"conceptual":[69],"framework":[70],"where":[71],"workflows":[72],"evolve":[73],"along":[74],"two":[75],"dimensions":[76],"which":[77],"are":[78],"(from":[80,86],"static":[81],"intelligent)":[83],"composition":[85],"single":[87],"swarm)":[89],"chart":[91],"an":[92,113],"evolutionary":[93],"path":[94],"from":[95],"current":[96],"management":[98],"systems":[99],"fully":[101],"autonomous,":[102],"laboratories.":[105],"With":[106],"these":[107],"trajectories":[108],"mind,":[110],"present":[112],"architectural":[114],"blueprint":[115],"help":[118],"community":[120],"take":[121],"next":[123],"steps":[124],"towards":[125],"harnessing":[126],"autonomous":[130],"science":[131],"with":[132],"potential":[134],"for":[135],"100x":[136],"acceleration":[138],"transformational":[140],"workflows.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-07T00:00:00"}